A. Montesinos-López

AI Agents and Agentic AI in plant breeding: new frontiers, opportunities and challenges

It is hypothesize that AI Agents and Agentic AI systems, which autonomously execute tasks using reasoning, memory, and tool integration, may orchestrate complex breeding objectives by coordinating specialized agents across multiple data domains.

The Role of Prior-Induced Regularization in Accuracy and Stability of Genomic Prediction Across Unimodal and Multimodal Models

Results show that the principal empirical contrast is the presence versus absence of effective prior-induced regularization, rather than a universal ranking of Bayesian prior families, rather than a universal ranking of Bayesian prior families.

A Bayesian statistical model for count data for association and prediction studies in moderate and high dimension